|
ce4bdcbda4
|
[Bugfix] Enable FlashAttention MLA prefill for Mistral Small 4 head dims (#48855)
Signed-off-by: juliendenize <julien.denize@mistral.ai>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
|
2026-07-17 18:07:00 +08:00 |
|
|
|
69d4f5ef63
|
[Bugfix][Multimodal] Fix Qwen3-Omni use_audio_in_video with mixed image/video inputs (#46213)
Signed-off-by: wendadawen <wendadawen@qq.com>
Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
Co-authored-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
|
2026-07-17 08:31:16 +00:00 |
|
|
|
426d48bfa1
|
[KV Offload] Add optional tier locality to FS/OBJ KV events (#48281)
Signed-off-by: Change72 <changg@nvidia.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
|
2026-07-17 10:31:52 +03:00 |
|
|
|
26c909ed74
|
[Model] Support TranslateGemma-12b-it (#41599)
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-07-17 07:17:59 +00:00 |
|
|
|
fb1d8ccaf5
|
[rl] Stateful Trainer Send: New Abstractions [1/N] (#48042)
Signed-off-by: haoaaron <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Co-authored-by: Sumanth R Hegde <39546518+SumanthRH@users.noreply.github.com>
|
2026-07-17 15:11:06 +08:00 |
|
|
aoshen02andGitHub
|
17fdd42100
|
[Bugfix][Attention] Preserve post-load tensors across weight reloads (#48251)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
|
2026-07-17 14:15:26 +08:00 |
|
|
|
472d330c21
|
Add blocks_per_chunk configuration for KV offloading to support heterogeneous KV cache groups (#48878)
Signed-off-by: Debasish-87 <22btics06@suiit.ac.in>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
|
2026-07-17 09:00:12 +03:00 |
|
|
|
3b6c96a101
|
[Bugfix][Pooling] Fix wrong scores for chunked prefill under torch.compile (#48901)
Signed-off-by: seewoo <seewoo@ucsc.edu>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
|
2026-07-17 05:19:12 +00:00 |
|
|
Martin HickeyandGitHub
|
4d4e04f452
|
[Render] Add round trip parity test and docs for derender (#48617)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
|
2026-07-17 05:02:46 +00:00 |
|
|
Micah WilliamsonandGitHub
|
67fe73b2b4
|
[CI] Extend max-model-len for test_parsable_context to allow reasoning to finish (#48873)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
|
2026-07-17 11:36:44 +08:00 |
|
|
+1
|
f3e9497e92
|
[Model] Add Inkling LoRA support [4/N] (#48884)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-07-17 09:52:15 +08:00 |
|
|
Thien TranandGitHub
|
fe784ff22e
|
[M3] Improve indexer for long-context decode (sm100) (#48582)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
|
2026-07-16 18:12:15 -07:00 |
|
|
|
67f9046e4a
|
[Bugfix] Sparse MLA: enable fp8_ds_mla dense prefill (#48642)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-07-16 22:44:04 +00:00 |
|
|
|
2cab53ddee
|
[Model][Hardware][AMD]: Part 1/2 -> Enable e2e QK Norm + RoPE + KV Cache runtime fusion for Qwen3-30B-A3B on ROCM_AITER_FA, and ROCM_AITER_UNIFIED_ATTN (#42749)
Signed-off-by: Jack Hu <Jack.Hu@amd.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
|
2026-07-16 17:39:04 -05:00 |
|
|
|
4a394bfcda
|
[Spec Decode][DSpark] Add Gemma4-12B DSpark draft model (#47216)
Signed-off-by: DiegoCao <DiegoCao@users.noreply.github.com>
Co-authored-by: DiegoCao <DiegoCao@users.noreply.github.com>
|
2026-07-16 21:51:47 +00:00 |
|
|
Michael GoinandGitHub
|
c95c663049
|
[Quant] Add nvfp4_per_token online MoE quantization (#48538)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-07-16 14:25:27 -07:00 |
|
|
+1
|
fb5ec0dc9e
|
[Model] Add Inkling MTP=1 support [3/N] (#48869)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-07-16 13:27:21 -07:00 |
|
|
|
971dac2caa
|
[Bugfix][KV-transfer] MoRIIO: retry RDMA send-queue-full backpressure instead of failing the read (#47495)
Signed-off-by: Edwin Lim <edwin.lim@mangoboost.io>
Signed-off-by: Edwin Lim <edwinlim0919@gmail.com>
Signed-off-by: harishk-mangoboost <harish.kambhampaty@mangoboost.io>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: harishk-mangoboost <harish.kambhampaty@mangoboost.io>
|
2026-07-16 20:02:27 +00:00 |
|
|
Woosuk KwonandGitHub
|
f61163e6c7
|
[Model] Add Hopper FA4 relative attention for Inkling (#48858)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
|
2026-07-16 11:26:52 -07:00 |
|
|
Wentao YeandGitHub
|
626c90b2d5
|
[Refactor] Move fla to third party (#48500)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-07-16 19:22:36 +01:00 |
|
|
+1
|
251f7e478e
|
[Model] Add PW CUDA graph support for Inkling [2/N] (#48822)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-07-16 10:28:56 -07:00 |
|
|
|
ce65385618
|
[KV Offload] Split tiering_lookup_delay into sync/async histograms (#47679)
Signed-off-by: srinivas_oo7 <sklinkedin0120@gmail.com>
Co-authored-by: srinivas_oo7 <sklinkedin0120@gmail.com>
|
2026-07-16 20:03:45 +03:00 |
|
|
Zhongdongming DaiandGitHub
|
75bdad40b5
|
[Bug][Quantization] Fix humming is_layer_skipped for compressed-tensors "re:" ignore entries (#48507)
Signed-off-by: Zhongdongming Dai <zhongdongmin@nvidia.com>
|
2026-07-16 07:47:42 -07:00 |
|
|
|
d08eebad16
|
[Perf][MoE] Write FlashInfer combine into final output (#47156)
Signed-off-by: snordmann <snordmann@nvidia.com>
Co-authored-by: Codex <codex@openai.com>
|
2026-07-16 17:21:03 +03:00 |
|
|
wang.yuqiandGitHub
|
3e90d015ba
|
[Frontend] Overlap preprocessing and computation for pooling models offline inference (#47699)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
|
2026-07-16 14:00:20 +00:00 |
|
|
|
7cd1d57b74
|
[CI/Build][Docker] Bump nvidia-cutlass-dsl to 4.6.0 and drop packaging workarounds (#47442)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-07-16 13:51:41 +00:00 |
|
|
|
b8168e33e0
|
[ROCm][Perf][DSV4] Enable split sparse decode on gfx942 (#46275)
Signed-off-by: Tuukka Sarvi <tuukka.sarvi@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-07-16 12:28:20 +00:00 |
|
|
|
530852f959
|
[KV Connector] Fix PD async scheduling race condition for hybrid attn models (#48481)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: llx-08 <2596671364@qq.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
|
2026-07-16 11:42:37 +01:00 |
|
|
Nicolò LucchesiandGitHub
|
a317bc5739
|
[Misc][Nixl] Unify _logical_to_remote_kernel_block_ids (#48717)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
|
2026-07-16 18:36:25 +08:00 |
|
|
|
a9531edfa6
|
[KV Offload] Define clean backend configuration boundary (#48150)
Signed-off-by: Change72 <changg@nvidia.com>
Signed-off-by: Chang Guo <cguo51@asu.edu>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Or Ozeri <or@ozery.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
|
2026-07-16 13:27:05 +03:00 |
|
|
Ilia YastrebovandGitHub
|
9f8cbfd8eb
|
Vectorize prep xfer list creation (#48209)
Signed-off-by: Ilia Yastrebov <iyastrebov@nvidia.com>
|
2026-07-16 11:39:05 +02:00 |
|
|
Thien TranandGitHub
|
85e296950c
|
BF16x3 router GEMM (#47973)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
|
2026-07-16 17:04:20 +08:00 |
|
|
+1
|
6570c9800c
|
[Model] Add Inkling model support [1/N] (#48799)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-07-15 23:40:07 -07:00 |
|
|
Micah WilliamsonandGitHub
|
7dc2698632
|
[ROCm][CI] Set "highest" matmul precision for reference hf_runner in test_bert_for_masked_lm (#48784)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
|
2026-07-16 05:49:15 +00:00 |
|
|
ErenAta16andGitHub
|
59b964f37d
|
fix(lora): validate LoRA rank is positive in PEFTHelper (#48437)
Signed-off-by: ErenAta16 <erena6466@gmail.com>
|
2026-07-16 05:22:52 +00:00 |
|
|
|
ba47bb5be1
|
Bump flashinfer version to 0.6.14 (#47669)
Signed-off-by: AmeenP <ameenp360@gmail.com>
Signed-off-by: AmeenP <ameen@primeintellect.ai>
Co-authored-by: AmeenP <ameen@primeintellect.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
|
2026-07-15 21:00:40 -07:00 |
|
|
qli88andGitHub
|
7746961277
|
[CI] Fix flaky lora test (#47375)
Signed-off-by: Qiang Li <qiang.li2@amd.com>
Signed-off-by: qli88 <qiang.li2@amd.com>
|
2026-07-16 02:23:03 +00:00 |
|
|
qli88andGitHub
|
5de1add806
|
[feature]Add int4 quantization support for emulation moe backend (#48451)
Signed-off-by: Qiang Li <qiang.li2@amd.com>
|
2026-07-16 02:00:12 +00:00 |
|
|
nemanjaudovicandGitHub
|
81e13a0591
|
[Compilation] Skip x.size(dim) in _decompose_size_nodes (#42543)
Signed-off-by: nemanjaudovic <nudovic@amd.com>
|
2026-07-15 17:59:14 -07:00 |
|
|
BRIJ RAJ KISHOREandGitHub
|
f95e3f0edb
|
[Tests] Gate Step3VL under Transformers v5 (#44349)
Signed-off-by: brijrajk <22271048+brijrajk@users.noreply.github.com>
|
2026-07-15 17:59:10 -07:00 |
|
|
|
5a65ba5f17
|
[Refactor] Move iteration logging to the frontend (#46647)
Signed-off-by: maxyanghu <hyoung2991@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Shang Wang <shangw@nvidia.com>
|
2026-07-15 17:59:05 -07:00 |
|
|
Wentao YeandGitHub
|
2dab187f75
|
[Perf] Optimize fused_topk_bias for DSv4, 1.5~2x kernel performance improvement (#47463)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-07-15 23:40:55 +00:00 |
|
|
kliuaeandGitHub
|
eb33ff34dd
|
[ROCm][Perf] DSv4 two-stage compressor kernel for HCA prefill (#47718)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
|
2026-07-15 23:31:51 +00:00 |
|
|
Nicolò LucchesiandGitHub
|
3034c8d389
|
[CI][PD] Add optional/nightly DSv4 Disaggregated eval (#42310)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
|
2026-07-15 21:04:54 +00:00 |
|
|
|
ecf4aa5ce2
|
[Bugfix] Fix FlashInfer non-causal draft attention (DFlash/DSpark) on Blackwell (#48167)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
|
2026-07-15 12:44:01 -07:00 |
|
|
|
1d99f0f421
|
[ROCm][BugFix] Triton W4A16 handling for GPTQ/AutoGPTQ qzeros layout (#47770)
Signed-off-by: giuseppegrossi <ggrossi@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-07-15 11:55:47 -05:00 |
|
|
|
61141ed265
|
[Hardware][XPU] Register batch-invariant kernels for XPU (#41934)
Signed-off-by: tzielinski-habana <tomasz.zielinski@intel.com>
Signed-off-by: Tomasz Zielinski <85164140+tzielinski-habana@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
|
2026-07-15 11:19:44 -04:00 |
|
|
Gopala-Krishna CharandGitHub
|
5810e884f1
|
[Model] Add RobertaForTokenClassification / XLMRobertaForTokenClassification (#47991)
Signed-off-by: krishy91 <crgkc.r@gmail.com>
|
2026-07-15 14:30:33 +00:00 |
|
|
|
615834ee58
|
[KVOffload][P2P] Well-known default host/port env vars and per-DP-rank control port (#47636)
Signed-off-by: Liran Schour <lirans@il.ibm.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-07-15 15:22:56 +03:00 |
|
|
Chaojun ZhangandGitHub
|
5811ed6a05
|
[Test][kv_offload] Fix flaky drain() helper in test_fs_tier.py (#48545)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
|
2026-07-15 14:53:47 +03:00 |
|